You can get it on linux: https://aur.archlinux.org/packages/github-desktop-bin/ (mentioned in the official docs) or https://github.com/shiftkey/desktop.

What I dislike about Linux in general is how often the mentality for an app is “you’re using Linux, just find the repository and figure out how to get the release to your system or build it yourself”.